How to encrypt proxy cache

We are testing using nginx as a file cache in front of our app, but the contents of the proxy cache directory are readable to any body who has access to the machine. Is there a way to encrypt the files stored in the proxy cache folder so that it' not exposed to the naked eye but nginx decrypts it on the fly before serving it to the user.